{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:J6I7NGFE5CXZVNOQWXOLLH7TIM","short_pith_number":"pith:J6I7NGFE","canonical_record":{"source":{"id":"2506.14535","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2025-06-17T14:00:48Z","cross_cats_sorted":["cs.AI","cs.ET"],"title_canon_sha256":"f34fe525bc81d410fe9cfa47f6171876ade8b6f4db282862c48e3364faf95af7","abstract_canon_sha256":"37d86369a2ae653dac3c06dc902250779e041cc7955c6a9534b8be54113ce6f7"},"schema_version":"1.0"},"canonical_sha256":"4f91f698a4e8af9ab5d0b5dcb59ff34337ea20b1a2c1d20f4ff6759120df60ba","source":{"kind":"arxiv","id":"2506.14535","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.14535","created_at":"2026-07-05T11:22:58Z"},{"alias_kind":"arxiv_version","alias_value":"2506.14535v1","created_at":"2026-07-05T11:22:58Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.14535","created_at":"2026-07-05T11:22:58Z"},{"alias_kind":"pith_short_12","alias_value":"J6I7NGFE5CXZ","created_at":"2026-07-05T11:22:58Z"},{"alias_kind":"pith_short_16","alias_value":"J6I7NGFE5CXZVNOQ","created_at":"2026-07-05T11:22:58Z"},{"alias_kind":"pith_short_8","alias_value":"J6I7NGFE","created_at":"2026-07-05T11:22:58Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:J6I7NGFE5CXZVNOQWXOLLH7TIM","target":"record","payload":{"canonical_record":{"source":{"id":"2506.14535","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2025-06-17T14:00:48Z","cross_cats_sorted":["cs.AI","cs.ET"],"title_canon_sha256":"f34fe525bc81d410fe9cfa47f6171876ade8b6f4db282862c48e3364faf95af7","abstract_canon_sha256":"37d86369a2ae653dac3c06dc902250779e041cc7955c6a9534b8be54113ce6f7"},"schema_version":"1.0"},"canonical_sha256":"4f91f698a4e8af9ab5d0b5dcb59ff34337ea20b1a2c1d20f4ff6759120df60ba","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:22:58.364126Z","signature_b64":"wSkXgLdRz2cc3ce7HYmHhm7kDMBYOLLVsbnlWIJRy7kUUrZp6mtCfLvSrlfFKraFzbSLi72O7gwAyyH2OLLmAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"4f91f698a4e8af9ab5d0b5dcb59ff34337ea20b1a2c1d20f4ff6759120df60ba","last_reissued_at":"2026-07-05T11:22:58.363628Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:22:58.363628Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.14535","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:22:58Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"i7yA8Klc7GILYnHw/Vf3y+FwnI4W/VbTE7Gl7oeUkd9QytVGbRwaBIgpOQO1L1VBo+QjxybKJJHHlgAhbNYdDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T11:26:18.848152Z"},"content_sha256":"f3b92d5d1629d184eb8e7c018a45514e210b681e94e3f590a48f60ade80f2bac","schema_version":"1.0","event_id":"sha256:f3b92d5d1629d184eb8e7c018a45514e210b681e94e3f590a48f60ade80f2bac"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:J6I7NGFE5CXZVNOQWXOLLH7TIM","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Automatic Qiskit Code Refactoring Using Large Language Models","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":["cs.AI","cs.ET"],"primary_cat":"cs.SE","authors_text":"Alejandro Fernandez, Joaquin Bogado, Jos\\'e Manuel Su\\'arez, Luis Mariano Bibb\\'o","submitted_at":"2025-06-17T14:00:48Z","abstract_excerpt":"As quantum software frameworks evolve, developers face increasing challenges in maintaining compatibility with rapidly changing APIs. In this work, we present a novel methodology for refactoring Qiskit code using large language models (LLMs). We begin by extracting a taxonomy of migration scenarios from the different sources of official Qiskit documentation (such as release notes), capturing common patterns such as migration of functionality to different modules and deprecated usage. This taxonomy, along with the original Python source code, is provided as input to an LLM, which is then tasked"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.14535","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2506.14535/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:22:58Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"SSwOsxETj1pGANh5Hte6p2FaeoX2+brYJW9MzXkvxjbDI2NcA0ZYNXBFZaQmsknW8emEMeExwonOVSJ1dqkpAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T11:26:18.848702Z"},"content_sha256":"418ab9b5a49372282bbb7dd75f4b48507c1645c846b4c13adeef8d3645230eab","schema_version":"1.0","event_id":"sha256:418ab9b5a49372282bbb7dd75f4b48507c1645c846b4c13adeef8d3645230eab"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/J6I7NGFE5CXZVNOQWXOLLH7TIM/bundle.json","state_url":"https://pith.science/pith/J6I7NGFE5CXZVNOQWXOLLH7TIM/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/J6I7NGFE5CXZVNOQWXOLLH7TIM/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-09T11:26:18Z","links":{"resolver":"https://pith.science/pith/J6I7NGFE5CXZVNOQWXOLLH7TIM","bundle":"https://pith.science/pith/J6I7NGFE5CXZVNOQWXOLLH7TIM/bundle.json","state":"https://pith.science/pith/J6I7NGFE5CXZVNOQWXOLLH7TIM/state.json","well_known_bundle":"https://pith.science/.well-known/pith/J6I7NGFE5CXZVNOQWXOLLH7TIM/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:J6I7NGFE5CXZVNOQWXOLLH7TIM","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"37d86369a2ae653dac3c06dc902250779e041cc7955c6a9534b8be54113ce6f7","cross_cats_sorted":["cs.AI","cs.ET"],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2025-06-17T14:00:48Z","title_canon_sha256":"f34fe525bc81d410fe9cfa47f6171876ade8b6f4db282862c48e3364faf95af7"},"schema_version":"1.0","source":{"id":"2506.14535","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.14535","created_at":"2026-07-05T11:22:58Z"},{"alias_kind":"arxiv_version","alias_value":"2506.14535v1","created_at":"2026-07-05T11:22:58Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.14535","created_at":"2026-07-05T11:22:58Z"},{"alias_kind":"pith_short_12","alias_value":"J6I7NGFE5CXZ","created_at":"2026-07-05T11:22:58Z"},{"alias_kind":"pith_short_16","alias_value":"J6I7NGFE5CXZVNOQ","created_at":"2026-07-05T11:22:58Z"},{"alias_kind":"pith_short_8","alias_value":"J6I7NGFE","created_at":"2026-07-05T11:22:58Z"}],"graph_snapshots":[{"event_id":"sha256:418ab9b5a49372282bbb7dd75f4b48507c1645c846b4c13adeef8d3645230eab","target":"graph","created_at":"2026-07-05T11:22:58Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2506.14535/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As quantum software frameworks evolve, developers face increasing challenges in maintaining compatibility with rapidly changing APIs. In this work, we present a novel methodology for refactoring Qiskit code using large language models (LLMs). We begin by extracting a taxonomy of migration scenarios from the different sources of official Qiskit documentation (such as release notes), capturing common patterns such as migration of functionality to different modules and deprecated usage. This taxonomy, along with the original Python source code, is provided as input to an LLM, which is then tasked","authors_text":"Alejandro Fernandez, Joaquin Bogado, Jos\\'e Manuel Su\\'arez, Luis Mariano Bibb\\'o","cross_cats":["cs.AI","cs.ET"],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2025-06-17T14:00:48Z","title":"Automatic Qiskit Code Refactoring Using Large Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.14535","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:f3b92d5d1629d184eb8e7c018a45514e210b681e94e3f590a48f60ade80f2bac","target":"record","created_at":"2026-07-05T11:22:58Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"37d86369a2ae653dac3c06dc902250779e041cc7955c6a9534b8be54113ce6f7","cross_cats_sorted":["cs.AI","cs.ET"],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2025-06-17T14:00:48Z","title_canon_sha256":"f34fe525bc81d410fe9cfa47f6171876ade8b6f4db282862c48e3364faf95af7"},"schema_version":"1.0","source":{"id":"2506.14535","kind":"arxiv","version":1}},"canonical_sha256":"4f91f698a4e8af9ab5d0b5dcb59ff34337ea20b1a2c1d20f4ff6759120df60ba","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4f91f698a4e8af9ab5d0b5dcb59ff34337ea20b1a2c1d20f4ff6759120df60ba","first_computed_at":"2026-07-05T11:22:58.363628Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:22:58.363628Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"wSkXgLdRz2cc3ce7HYmHhm7kDMBYOLLVsbnlWIJRy7kUUrZp6mtCfLvSrlfFKraFzbSLi72O7gwAyyH2OLLmAw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:22:58.364126Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.14535","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f3b92d5d1629d184eb8e7c018a45514e210b681e94e3f590a48f60ade80f2bac","sha256:418ab9b5a49372282bbb7dd75f4b48507c1645c846b4c13adeef8d3645230eab"],"state_sha256":"047db53fe9bb1d9df923a428c7faffe8c04bda93d8d0ae816dfa37ecda662860"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"7joWrZ0tdGCpdPDq7XEVOoBaM6uwQuwY2Z8AwBFohhNS/Yy+3PzuBIQslvvDbaGpPzogNnUr3HxdrIjSBKYfCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T11:26:18.855734Z","bundle_sha256":"120d8f1576ae196a41ee2a287bbafef7707ab41b2263df39fbf1fe20b30f644e"}}